Nameexact_genome_1512568488_42_6739_1
Workunit2604936
Created7 Dec 2017, 21:35:25 UTC
Sent7 Dec 2017, 21:41:03 UTC
Report deadline15 Dec 2017, 8:40:08 UTC
Received8 Dec 2017, 12:26:13 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time4 hours 3 min 39 sec
CPU time4 hours 2 min 44 sec
Validate stateValid
Credit1,864.42
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.70 MB
Peak swap size161.10 MB
Peak disk usage2.14 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
0.6804714203
validation[          , genome  6739] predictions:    9599/  10000 (95.99%), best:    9735/10000 (97.35%), error:      1379.65759, best error:       920.54431 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 133.5802917480s, input_fired_time: 2.3700740337, output_fired_time: 2.1714158058, propagate_forward_time: 49.5619583130, propagate_backward_time: 75.5216598511, weight_update_time: 0.1710398197, other_time: 3.9551849365
epoch time: 11.0004510880s, input_fired_time: 0.2896802425, output_fired_time: 0.0000000000, propagate_forward_time: 10.0087289810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7020416260
validation[          , genome  6739] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       845.09186, best error:       845.09186 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 134.0607147217s, input_fired_time: 2.3195807934, output_fired_time: 2.1831829548, propagate_forward_time: 49.6518135071, propagate_backward_time: 75.9968338013, weight_update_time: 0.1697529852, other_time: 3.9093093872
epoch time: 10.8863115311s, input_fired_time: 0.2930955291, output_fired_time: 0.0000000000, propagate_forward_time: 9.8743772507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7188386917
validation[          , genome  6739] predictions:    9720/  10000 (97.20%), best:    9751/10000 (97.51%), error:       947.95599, best error:       845.09186 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 131.1807250977s, input_fired_time: 2.2811641693, output_fired_time: 2.1205909252, propagate_forward_time: 48.7875137329, propagate_backward_time: 74.2409591675, weight_update_time: 0.1680403352, other_time: 3.7505035400
epoch time: 10.6968040466s, input_fired_time: 0.2856332064, output_fired_time: 0.0000000000, propagate_forward_time: 9.7497062683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6614646912
validation[          , genome  6739] predictions:    9675/  10000 (96.75%), best:    9751/10000 (97.51%), error:      1050.92639, best error:       845.09186 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 133.0684204102s, input_fired_time: 2.3744986057, output_fired_time: 2.1658852100, propagate_forward_time: 49.3659324646, propagate_backward_time: 75.1719589233, weight_update_time: 0.1709402353, other_time: 3.9901504517
epoch time: 10.6910505295s, input_fired_time: 0.2868140936, output_fired_time: 0.0000000000, propagate_forward_time: 9.7150688171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6891679764
validation[          , genome  6739] predictions:    9721/  10000 (97.21%), best:    9751/10000 (97.51%), error:       904.42548, best error:       845.09186 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 132.5652008057s, input_fired_time: 2.3159797192, output_fired_time: 2.1508159637, propagate_forward_time: 49.2338867188, propagate_backward_time: 75.0694427490, weight_update_time: 0.1771882027, other_time: 3.7950744629
epoch time: 11.0838260651s, input_fired_time: 0.3069065213, output_fired_time: 0.0000000000, propagate_forward_time: 10.0334386826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7434806824
validation[          , genome  6739] predictions:    9686/  10000 (96.86%), best:    9751/10000 (97.51%), error:      1111.88562, best error:       845.09186 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 132.1489715576s, input_fired_time: 2.2876665592, output_fired_time: 2.1244373322, propagate_forward_time: 49.1206245422, propagate_backward_time: 74.8659896851, weight_update_time: 0.1669943035, other_time: 3.7502517700
epoch time: 10.8381423950s, input_fired_time: 0.2924128175, output_fired_time: 0.0000000000, propagate_forward_time: 9.8674287796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6783008575
validation[          , genome  6739] predictions:    9741/  10000 (97.41%), best:    9751/10000 (97.51%), error:       894.98260, best error:       845.09186 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 132.1594543457s, input_fired_time: 2.3071262836, output_fired_time: 2.1386082172, propagate_forward_time: 49.0486564636, propagate_backward_time: 74.8564300537, weight_update_time: 0.1682248712, other_time: 3.8086242676
epoch time: 10.8509445190s, input_fired_time: 0.2927267849, output_fired_time: 0.0000000000, propagate_forward_time: 9.8714857101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6867322922
validation[          , genome  6739] predictions:    9742/  10000 (97.42%), best:    9751/10000 (97.51%), error:       881.49445, best error:       845.09186 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 132.0158081055s, input_fired_time: 2.3004372120, output_fired_time: 2.1329343319, propagate_forward_time: 49.0796966553, propagate_backward_time: 74.7850875854, weight_update_time: 0.1659515649, other_time: 3.7176589966
epoch time: 10.6897659302s, input_fired_time: 0.2866517603, output_fired_time: 0.0000000000, propagate_forward_time: 9.7414302826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6616840363
validation[          , genome  6739] predictions:    9716/  10000 (97.16%), best:    9751/10000 (97.51%), error:       923.05908, best error:       845.09186 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 132.6061096191s, input_fired_time: 2.3326885700, output_fired_time: 2.1522579193, propagate_forward_time: 49.2393493652, propagate_backward_time: 75.0348739624, weight_update_time: 0.1689268500, other_time: 3.8469467163
epoch time: 10.7994346619s, input_fired_time: 0.2939056754, output_fired_time: 0.0000000000, propagate_forward_time: 9.8199243546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6856050491
validation[          , genome  6739] predictions:    9721/  10000 (97.21%), best:    9751/10000 (97.51%), error:       936.45569, best error:       845.09186 on epoch:    15, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 134.2633361816s, input_fired_time: 2.3612639904, output_fired_time: 2.1781549454, propagate_forward_time: 49.8264465332, propagate_backward_time: 75.9548110962, weight_update_time: 0.1720492840, other_time: 3.9426498413
epoch time: 11.0395498276s, input_fired_time: 0.3026663959, output_fired_time: 0.0000000000, propagate_forward_time: 10.0111904144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7256927490
validation[          , genome  6739] predictions:    9719/  10000 (97.19%), best:    9751/10000 (97.51%), error:       964.98767, best error:       845.09186 on epoch:    15, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 133.1150512695s, input_fired_time: 2.3595733643, output_fired_time: 2.1493325233, propagate_forward_time: 49.4125366211, propagate_backward_time: 75.3100967407, weight_update_time: 0.1709681451, other_time: 3.8835067749
epoch time: 10.7558317184s, input_fired_time: 0.2852877975, output_fired_time: 0.0000000000, propagate_forward_time: 9.8070802689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6634635925
validation[          , genome  6739] predictions:    9694/  10000 (96.94%), best:    9751/10000 (97.51%), error:       959.99225, best error:       845.09186 on epoch:    15, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 132.1608123779s, input_fired_time: 2.3195180893, output_fired_time: 2.1407632828, propagate_forward_time: 49.0792312622, propagate_backward_time: 74.8282318115, weight_update_time: 0.1677902043, other_time: 3.7930679321
epoch time: 10.6728076935s, input_fired_time: 0.2881745398, output_fired_time: 0.0000000000, propagate_forward_time: 9.7225875854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6620454788
validation[          , genome  6739] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       848.99835, best error:       845.09186 on epoch:    15, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 132.7504577637s, input_fired_time: 2.3458275795, output_fired_time: 2.1212124825, propagate_forward_time: 49.2382698059, propagate_backward_time: 75.0633468628, weight_update_time: 0.1709513664, other_time: 3.9818038940
epoch time: 10.7330160141s, input_fired_time: 0.2861745358, output_fired_time: 0.0000000000, propagate_forward_time: 9.7676897049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6791515350
validation[          , genome  6739] predictions:    9680/  10000 (96.80%), best:    9751/10000 (97.51%), error:       966.25232, best error:       845.09186 on epoch:    15, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 131.8575897217s, input_fired_time: 2.3221902847, output_fired_time: 2.1267757416, propagate_forward_time: 49.0299644470, propagate_backward_time: 74.6198272705, weight_update_time: 0.1668665409, other_time: 3.7588348389
epoch time: 10.7131834030s, input_fired_time: 0.2879432440, output_fired_time: 0.0000000000, propagate_forward_time: 9.7666435242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6585969925
validation[          , genome  6739] predictions:    9730/  10000 (97.30%), best:    9751/10000 (97.51%), error:       894.08722, best error:       845.09186 on epoch:    15, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 132.5920867920s, input_fired_time: 2.3317458630, output_fired_time: 2.1405806541, propagate_forward_time: 49.2921371460, propagate_backward_time: 75.0052261353, weight_update_time: 0.1682169884, other_time: 3.8224029541
epoch time: 10.6971664429s, input_fired_time: 0.2918922007, output_fired_time: 0.0000000000, propagate_forward_time: 9.7465105057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6587638855
validation[          , genome  6739] predictions:    9731/  10000 (97.31%), best:    9751/10000 (97.51%), error:       899.11945, best error:       845.09186 on epoch:    15, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 133.2358856201s, input_fired_time: 2.3791749477, output_fired_time: 2.1630222797, propagate_forward_time: 49.4061088562, propagate_backward_time: 75.3176879883, weight_update_time: 0.1705755144, other_time: 3.9698791504
epoch time: 10.8216810226s, input_fired_time: 0.3026475012, output_fired_time: 0.0000000000, propagate_forward_time: 9.8229808807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6960525513
validation[          , genome  6739] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       818.74170, best error:       818.74170 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 133.1057739258s, input_fired_time: 2.3429257870, output_fired_time: 2.1594212055, propagate_forward_time: 49.4496917725, propagate_backward_time: 75.2565155029, weight_update_time: 0.1742027849, other_time: 3.8972167969
epoch time: 10.7432222366s, input_fired_time: 0.2885706127, output_fired_time: 0.0000000000, propagate_forward_time: 9.7741775513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6804742813
validation[          , genome  6739] predictions:    9683/  10000 (96.83%), best:    9752/10000 (97.52%), error:      1052.68811, best error:       818.74170 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 135.1986083984s, input_fired_time: 2.3895275593, output_fired_time: 2.2094216347, propagate_forward_time: 50.2002067566, propagate_backward_time: 76.3951644897, weight_update_time: 0.1701639146, other_time: 4.0042800903
epoch time: 10.7300901413s, input_fired_time: 0.2885217071, output_fired_time: 0.0000000000, propagate_forward_time: 9.7830410004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6585273743
validation[          , genome  6739] predictions:    9663/  10000 (96.63%), best:    9752/10000 (97.52%), error:      1145.54126, best error:       818.74170 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 131.7187957764s, input_fired_time: 2.2958283424, output_fired_time: 2.1279504299, propagate_forward_time: 48.9320793152, propagate_backward_time: 74.5676651001, weight_update_time: 0.1724710315, other_time: 3.7952804565
epoch time: 10.7267827988s, input_fired_time: 0.2885176837, output_fired_time: 0.0000000000, propagate_forward_time: 9.7782363892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6600284576
validation[          , genome  6739] predictions:    9755/  10000 (97.55%), best:    9752/10000 (97.52%), error:       853.72247, best error:       818.74170 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 132.8966522217s, input_fired_time: 2.3696768284, output_fired_time: 2.1405167580, propagate_forward_time: 49.2991600037, propagate_backward_time: 75.1431884766, weight_update_time: 0.1748205274, other_time: 3.9441070557
epoch time: 10.6961383820s, input_fired_time: 0.2856439948, output_fired_time: 0.0000000000, propagate_forward_time: 9.7526216507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6578731537
validation[          , genome  6739] predictions:    9715/  10000 (97.15%), best:    9752/10000 (97.52%), error:       938.26575, best error:       818.74170 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 132.6035461426s, input_fired_time: 2.3041532040, output_fired_time: 2.1491322517, propagate_forward_time: 49.3816566467, propagate_backward_time: 74.9856567383, weight_update_time: 0.1679416597, other_time: 3.7829437256
epoch time: 10.7275371552s, input_fired_time: 0.2882159054, output_fired_time: 0.0000000000, propagate_forward_time: 9.7819652557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6573562622
validation[          , genome  6739] predictions:    9721/  10000 (97.21%), best:    9752/10000 (97.52%), error:       935.19446, best error:       818.74170 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 133.5380554199s, input_fired_time: 2.3397624493, output_fired_time: 2.1586089134, propagate_forward_time: 49.5605545044, propagate_backward_time: 75.5560607910, weight_update_time: 0.1698222458, other_time: 3.9230575562
epoch time: 10.7846832275s, input_fired_time: 0.2914848030, output_fired_time: 0.0000000000, propagate_forward_time: 9.8136310577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6795673370
validation[          , genome  6739] predictions:    9728/  10000 (97.28%), best:    9752/10000 (97.52%), error:       918.50592, best error:       818.74170 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 132.3284149170s, input_fired_time: 2.3028755188, output_fired_time: 2.1488099098, propagate_forward_time: 49.1659469604, propagate_backward_time: 74.9009704590, weight_update_time: 0.1678503007, other_time: 3.8098144531
epoch time: 10.8754558563s, input_fired_time: 0.2928913236, output_fired_time: 0.0000000000, propagate_forward_time: 9.8957605362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6868038177
validation[          , genome  6739] predictions:    9709/  10000 (97.09%), best:    9752/10000 (97.52%), error:       989.12195, best error:       818.74170 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 132.2968139648s, input_fired_time: 2.3285672665, output_fired_time: 2.1366341114, propagate_forward_time: 49.1247978210, propagate_backward_time: 74.9157791138, weight_update_time: 0.1679276675, other_time: 3.7910385132
epoch time: 10.9418554306s, input_fired_time: 0.3069975376, output_fired_time: 0.0000000000, propagate_forward_time: 9.9280729294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7067852020
validation[          , genome  6739] predictions:    9714/  10000 (97.14%), best:    9752/10000 (97.52%), error:       876.98792, best error:       818.74170 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 133.0702972412s, input_fired_time: 2.3659462929, output_fired_time: 2.1465597153, propagate_forward_time: 49.4058761597, propagate_backward_time: 75.2796325684, weight_update_time: 0.1745357215, other_time: 3.8722763062
epoch time: 10.6486797333s, input_fired_time: 0.2894053161, output_fired_time: 0.0000000000, propagate_forward_time: 9.6985177994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6607570648
validation[          , genome  6739] predictions:    9710/  10000 (97.10%), best:    9752/10000 (97.52%), error:       916.58038, best error:       818.74170 on epoch:    30, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 132.9427642822s, input_fired_time: 2.3438651562, output_fired_time: 2.1722333431, propagate_forward_time: 49.4014511108, propagate_backward_time: 75.1111755371, weight_update_time: 0.1746187061, other_time: 3.9140396118
epoch time: 11.0874900818s, input_fired_time: 0.2915321887, output_fired_time: 0.0000000000, propagate_forward_time: 10.0671253204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7288322449
validation[          , genome  6739] predictions:    9735/  10000 (97.35%), best:    9752/10000 (97.52%), error:       958.68115, best error:       818.74170 on epoch:    30, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 133.1289825439s, input_fired_time: 2.3279688358, output_fired_time: 2.1682276726, propagate_forward_time: 49.4136390686, propagate_backward_time: 75.2863082886, weight_update_time: 0.1692477465, other_time: 3.9328384399
epoch time: 10.7366542816s, input_fired_time: 0.2879539728, output_fired_time: 0.0000000000, propagate_forward_time: 9.7864017487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6622982025
validation[          , genome  6739] predictions:    9733/  10000 (97.33%), best:    9752/10000 (97.52%), error:       909.48303, best error:       818.74170 on epoch:    30, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 132.1264190674s, input_fired_time: 2.2993166447, output_fired_time: 2.1438128948, propagate_forward_time: 49.1452293396, propagate_backward_time: 74.7968139648, weight_update_time: 0.1695847511, other_time: 3.7412414551
epoch time: 10.9891681671s, input_fired_time: 0.2944262326, output_fired_time: 0.0000000000, propagate_forward_time: 9.9964103699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6983318329
validation[          , genome  6739] predictions:    9742/  10000 (97.42%), best:    9752/10000 (97.52%), error:       887.96680, best error:       818.74170 on epoch:    30, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 133.0759124756s, input_fired_time: 2.3478097916, output_fired_time: 2.1650764942, propagate_forward_time: 49.3526496887, propagate_backward_time: 75.2718200684, weight_update_time: 0.1694728583, other_time: 3.9385681152
epoch time: 10.8391952515s, input_fired_time: 0.2948306203, output_fired_time: 0.0000000000, propagate_forward_time: 9.8638362885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6805286407
validation[          , genome  6739] predictions:    9621/  10000 (96.21%), best:    9752/10000 (97.52%), error:      1148.97180, best error:       818.74170 on epoch:    30, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 133.2893371582s, input_fired_time: 2.3783135414, output_fired_time: 2.1742460728, propagate_forward_time: 49.4554710388, propagate_backward_time: 75.3018798828, weight_update_time: 0.1709420383, other_time: 3.9794311523
epoch time: 11.2095413208s, input_fired_time: 0.3187640905, output_fired_time: 0.0000000000, propagate_forward_time: 10.1500072479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7407703400
validation[          , genome  6739] predictions:    9751/  10000 (97.51%), best:    9752/10000 (97.52%), error:       873.42218, best error:       818.74170 on epoch:    30, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 134.5741424561s, input_fired_time: 2.3855121136, output_fired_time: 2.1984634399, propagate_forward_time: 49.9093704224, propagate_backward_time: 75.9808044434, weight_update_time: 0.1810556054, other_time: 4.0999984741
epoch time: 10.6260147095s, input_fired_time: 0.2841334343, output_fired_time: 0.0000000000, propagate_forward_time: 9.6814746857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6604061127
validation[          , genome  6739] predictions:    9735/  10000 (97.35%), best:    9752/10000 (97.52%), error:       860.67261, best error:       818.74170 on epoch:    30, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 132.2821655273s, input_fired_time: 2.3345556259, output_fired_time: 2.1642210484, propagate_forward_time: 49.1224365234, propagate_backward_time: 74.9074020386, weight_update_time: 0.1676504314, other_time: 3.7535552979
epoch time: 10.7129802704s, input_fired_time: 0.2882676721, output_fired_time: 0.0000000000, propagate_forward_time: 9.7664241791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6582880020
validation[          , genome  6739] predictions:    9738/  10000 (97.38%), best:    9752/10000 (97.52%), error:       835.97363, best error:       818.74170 on epoch:    30, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 132.6530151367s, input_fired_time: 2.3294258118, output_fired_time: 2.1512320042, propagate_forward_time: 49.2357215881, propagate_backward_time: 75.0883331299, weight_update_time: 0.1699127555, other_time: 3.8483123779
epoch time: 10.5100879669s, input_fired_time: 0.2850374281, output_fired_time: 0.0000000000, propagate_forward_time: 9.5737113953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6513395309
validation[          , genome  6739] predictions:    9714/  10000 (97.14%), best:    9752/10000 (97.52%), error:       968.27637, best error:       818.74170 on epoch:    30, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 133.1665344238s, input_fired_time: 2.3637785912, output_fired_time: 2.1653633118, propagate_forward_time: 49.5361061096, propagate_backward_time: 75.1889343262, weight_update_time: 0.1708926260, other_time: 3.9123535156
epoch time: 10.7782649994s, input_fired_time: 0.2921454608, output_fired_time: 0.0000000000, propagate_forward_time: 9.8231801987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6629390717
validation[          , genome  6739] predictions:    9723/  10000 (97.23%), best:    9752/10000 (97.52%), error:       901.82739, best error:       818.74170 on epoch:    30, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 132.6411285400s, input_fired_time: 2.3299071789, output_fired_time: 2.1322021484, propagate_forward_time: 49.2657546997, propagate_backward_time: 74.9944763184, weight_update_time: 0.1750682443, other_time: 3.9187850952
epoch time: 11.0883607864s, input_fired_time: 0.3026137948, output_fired_time: 0.0000000000, propagate_forward_time: 10.0795431137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7062034607
validation[          , genome  6739] predictions:    9700/  10000 (97.00%), best:    9752/10000 (97.52%), error:       948.13184, best error:       818.74170 on epoch:    30, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 132.6460876465s, input_fired_time: 2.3425559998, output_fired_time: 2.1451377869, propagate_forward_time: 49.2570571899, propagate_backward_time: 75.0834045410, weight_update_time: 0.1733074635, other_time: 3.8179244995
epoch time: 10.7067632675s, input_fired_time: 0.2866566181, output_fired_time: 0.0000000000, propagate_forward_time: 9.7567386627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6633682251
validation[          , genome  6739] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       807.52588, best error:       807.52588 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 131.1908721924s, input_fired_time: 2.3003971577, output_fired_time: 2.1427767277, propagate_forward_time: 48.7887840271, propagate_backward_time: 74.2270202637, weight_update_time: 0.1671400219, other_time: 3.7318878174
epoch time: 10.7174654007s, input_fired_time: 0.2925511897, output_fired_time: 0.0000000000, propagate_forward_time: 9.7640857697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6608285904
validation[          , genome  6739] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       788.44183, best error:       788.44183 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 132.2474212646s, input_fired_time: 2.3480951786, output_fired_time: 2.1385347843, propagate_forward_time: 49.1890640259, propagate_backward_time: 74.7921524048, weight_update_time: 0.1675126404, other_time: 3.7795715332
epoch time: 10.7202205658s, input_fired_time: 0.2891612947, output_fired_time: 0.0000000000, propagate_forward_time: 9.7690982819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6619606018
validation[          , genome  6739] predictions:    9745/  10000 (97.45%), best:    9764/10000 (97.64%), error:       845.83734, best error:       788.44183 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 132.5070037842s, input_fired_time: 2.3403372765, output_fired_time: 2.1489818096, propagate_forward_time: 49.1941909790, propagate_backward_time: 74.9923248291, weight_update_time: 0.1682272255, other_time: 3.8311691284
epoch time: 10.6993360519s, input_fired_time: 0.2881387770, output_fired_time: 0.0000000000, propagate_forward_time: 9.7518444061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6593532562
validation[          , genome  6739] predictions:    9662/  10000 (96.62%), best:    9764/10000 (97.64%), error:      1146.61084, best error:       788.44183 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 131.4631042480s, input_fired_time: 2.2916512489, output_fired_time: 2.1288712025, propagate_forward_time: 48.7962303162, propagate_backward_time: 74.5334548950, weight_update_time: 0.1668762416, other_time: 3.7128982544
epoch time: 10.7512187958s, input_fired_time: 0.2919487953, output_fired_time: 0.0000000000, propagate_forward_time: 9.7970266342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6622438431
validation[          , genome  6739] predictions:    9632/  10000 (96.32%), best:    9764/10000 (97.64%), error:      1175.99524, best error:       788.44183 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 131.6954956055s, input_fired_time: 2.3115751743, output_fired_time: 2.1450378895, propagate_forward_time: 49.0003890991, propagate_backward_time: 74.5174789429, weight_update_time: 0.1701927930, other_time: 3.7210235596
epoch time: 10.8776130676s, input_fired_time: 0.2979711294, output_fired_time: 0.0000000000, propagate_forward_time: 9.8708314896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7088108063
validation[          , genome  6739] predictions:    9719/  10000 (97.19%), best:    9764/10000 (97.64%), error:       933.37317, best error:       788.44183 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 131.7267761230s, input_fired_time: 2.3032960892, output_fired_time: 2.1383707523, propagate_forward_time: 48.9689369202, propagate_backward_time: 74.5456237793, weight_update_time: 0.1739768833, other_time: 3.7705383301
epoch time: 10.8761510849s, input_fired_time: 0.3123528659, output_fired_time: 0.0000000000, propagate_forward_time: 9.8597888947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7040090561
validation[          , genome  6739] predictions:    9711/  10000 (97.11%), best:    9764/10000 (97.64%), error:       932.45697, best error:       788.44183 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 133.3418121338s, input_fired_time: 2.3668856621, output_fired_time: 2.1558868885, propagate_forward_time: 49.4469299316, propagate_backward_time: 75.5020446777, weight_update_time: 0.1705672890, other_time: 3.8700714111
epoch time: 10.7430372238s, input_fired_time: 0.2968528271, output_fired_time: 0.0000000000, propagate_forward_time: 9.7799978256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6661863327
validation[          , genome  6739] predictions:    9724/  10000 (97.24%), best:    9764/10000 (97.64%), error:       882.35382, best error:       788.44183 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 132.1137390137s, input_fired_time: 2.3271036148, output_fired_time: 2.1579892635, propagate_forward_time: 49.1130867004, propagate_backward_time: 74.6948471069, weight_update_time: 0.1690402031, other_time: 3.8207168579
epoch time: 11.2008304596s, input_fired_time: 0.3250372112, output_fired_time: 0.0000000000, propagate_forward_time: 10.1890611649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6867322922
validation[          , genome  6739] predictions:    9739/  10000 (97.39%), best:    9764/10000 (97.64%), error:       855.07269, best error:       788.44183 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 132.6059417725s, input_fired_time: 2.3262183666, output_fired_time: 2.1548814774, propagate_forward_time: 49.2353553772, propagate_backward_time: 75.0455780029, weight_update_time: 0.1683141738, other_time: 3.8439178467
epoch time: 10.7301454544s, input_fired_time: 0.2889248133, output_fired_time: 0.0000000000, propagate_forward_time: 9.7717990875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6694211960
validation[          , genome  6739] predictions:    9737/  10000 (97.37%), best:    9764/10000 (97.64%), error:       842.54169, best error:       788.44183 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 132.2428894043s, input_fired_time: 2.3333873749, output_fired_time: 2.1407594681, propagate_forward_time: 49.0771636963, propagate_backward_time: 74.8552856445, weight_update_time: 0.1684560776, other_time: 3.8362884521
epoch time: 10.7576446533s, input_fired_time: 0.2904938757, output_fired_time: 0.0000000000, propagate_forward_time: 9.8084011078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6587495804
validation[          , genome  6739] predictions:    9744/  10000 (97.44%), best:    9764/10000 (97.64%), error:       830.08765, best error:       788.44183 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 132.4139099121s, input_fired_time: 2.3511078358, output_fired_time: 2.1417655945, propagate_forward_time: 49.1738357544, propagate_backward_time: 74.9440841675, weight_update_time: 0.1685381979, other_time: 3.8031158447
epoch time: 10.9147329330s, input_fired_time: 0.2987301648, output_fired_time: 0.0000000000, propagate_forward_time: 9.9402360916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6757669449
validation[          , genome  6739] predictions:    9754/  10000 (97.54%), best:    9764/10000 (97.64%), error:       790.17554, best error:       788.44183 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 132.4727172852s, input_fired_time: 2.3360729218, output_fired_time: 2.1447179317, propagate_forward_time: 49.1660728455, propagate_backward_time: 74.9874496460, weight_update_time: 0.1691005975, other_time: 3.8384017944
epoch time: 11.2428894043s, input_fired_time: 0.3012238741, output_fired_time: 0.0000000000, propagate_forward_time: 10.2686548233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6730108261
validation[          , genome  6739] predictions:    9761/  10000 (97.61%), best:    9764/10000 (97.64%), error:       825.02289, best error:       788.44183 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 133.0361480713s, input_fired_time: 2.3457300663, output_fired_time: 2.1702704430, propagate_forward_time: 49.4137840271, propagate_backward_time: 75.2883071899, weight_update_time: 0.1758946031, other_time: 3.8180465698
epoch time: 10.8027515411s, input_fired_time: 0.2985692918, output_fired_time: 0.0000000000, propagate_forward_time: 9.8181381226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6860437393
validation[          , genome  6739] predictions:    9730/  10000 (97.30%), best:    9764/10000 (97.64%), error:       876.36987, best error:       788.44183 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 133.0603485107s, input_fired_time: 2.3292021751, output_fired_time: 2.1465938091, propagate_forward_time: 49.4985084534, propagate_backward_time: 75.2226943970, weight_update_time: 0.1736735404, other_time: 3.8633499146
epoch time: 10.7366180420s, input_fired_time: 0.2944555283, output_fired_time: 0.0000000000, propagate_forward_time: 9.7721490860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6700134277
validation[          , genome  6739] predictions:    9737/  10000 (97.37%), best:    9764/10000 (97.64%), error:       930.59326, best error:       788.44183 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 132.2683105469s, input_fired_time: 2.3310980797, output_fired_time: 2.1487398148, propagate_forward_time: 49.0922470093, propagate_backward_time: 74.9388580322, weight_update_time: 0.1678159684, other_time: 3.7573623657
epoch time: 11.1638040543s, input_fired_time: 0.3128858209, output_fired_time: 0.0000000000, propagate_forward_time: 10.1172895432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7336282730
validation[          , genome  6739] predictions:    9740/  10000 (97.40%), best:    9764/10000 (97.64%), error:       880.12708, best error:       788.44183 on epoch:    51, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 133.3442230225s, input_fired_time: 2.3487310410, output_fired_time: 2.1798045635, propagate_forward_time: 49.5028495789, propagate_backward_time: 75.5278701782, weight_update_time: 0.1697549820, other_time: 3.7849655151
epoch time: 10.8190469742s, input_fired_time: 0.2878326774, output_fired_time: 0.0000000000, propagate_forward_time: 9.8537759781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6774387360
validation[          , genome  6739] predictions:    9712/  10000 (97.12%), best:    9764/10000 (97.64%), error:      1023.74792, best error:       788.44183 on epoch:    51, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 132.3957824707s, input_fired_time: 2.3255605698, output_fired_time: 2.1527717113, propagate_forward_time: 49.1661643982, propagate_backward_time: 74.8977127075, weight_update_time: 0.1692258418, other_time: 3.8535690308
epoch time: 10.8280858994s, input_fired_time: 0.2885882556, output_fired_time: 0.0000000000, propagate_forward_time: 9.8619451523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6775522232
validation[          , genome  6739] predictions:    9705/  10000 (97.05%), best:    9764/10000 (97.64%), error:       974.39325, best error:       788.44183 on epoch:    51, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 132.8690795898s, input_fired_time: 2.3560454845, output_fired_time: 2.1610450745, propagate_forward_time: 49.2556571960, propagate_backward_time: 75.1771469116, weight_update_time: 0.1696413308, other_time: 3.9191818237
epoch time: 10.6881237030s, input_fired_time: 0.2887457609, output_fired_time: 0.0000000000, propagate_forward_time: 9.7428789139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6564989090
validation[          , genome  6739] predictions:    9713/  10000 (97.13%), best:    9764/10000 (97.64%), error:       986.73950, best error:       788.44183 on epoch:    51, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 132.9197082520s, input_fired_time: 2.3281488419, output_fired_time: 2.1726722717, propagate_forward_time: 49.3558158875, propagate_backward_time: 75.1802597046, weight_update_time: 0.1685692072, other_time: 3.8828048706
epoch time: 10.8466434479s, input_fired_time: 0.2904036045, output_fired_time: 0.0000000000, propagate_forward_time: 9.8567867279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6994533539
validation[          , genome  6739] predictions:    9716/  10000 (97.16%), best:    9764/10000 (97.64%), error:       985.82666, best error:       788.44183 on epoch:    51, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 132.3861846924s, input_fired_time: 2.3182659149, output_fired_time: 2.1562528610, propagate_forward_time: 49.1541023254, propagate_backward_time: 74.9573364258, weight_update_time: 0.1740987003, other_time: 3.8002319336
epoch time: 10.6977243423s, input_fired_time: 0.2871108353, output_fired_time: 0.0000000000, propagate_forward_time: 9.7516365051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6589765549
validation[          , genome  6739] predictions:    9737/  10000 (97.37%), best:    9764/10000 (97.64%), error:       936.88318, best error:       788.44183 on epoch:    51, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 132.1102294922s, input_fired_time: 2.3271803856, output_fired_time: 2.1339337826, propagate_forward_time: 49.0047645569, propagate_backward_time: 74.8428802490, weight_update_time: 0.1679172367, other_time: 3.8014678955
epoch time: 10.7372474670s, input_fired_time: 0.2923136055, output_fired_time: 0.0000000000, propagate_forward_time: 9.7832212448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6617126465
validation[          , genome  6739] predictions:    9743/  10000 (97.43%), best:    9764/10000 (97.64%), error:       852.70801, best error:       788.44183 on epoch:    51, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 132.8900451660s, input_fired_time: 2.3589186668, output_fired_time: 2.1446073055, propagate_forward_time: 49.3415260315, propagate_backward_time: 75.1051101685, weight_update_time: 0.1749033779, other_time: 3.9398880005
epoch time: 10.8013963699s, input_fired_time: 0.2946626842, output_fired_time: 0.0000000000, propagate_forward_time: 9.8359708786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6707630157
validation[          , genome  6739] predictions:    9763/  10000 (97.63%), best:    9764/10000 (97.64%), error:       827.16760, best error:       788.44183 on epoch:    51, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 132.6326293945s, input_fired_time: 2.3472340107, output_fired_time: 2.1723825932, propagate_forward_time: 49.2758789063, propagate_backward_time: 74.9996643066, weight_update_time: 0.1687940806, other_time: 3.8374786377
epoch time: 10.7658538818s, input_fired_time: 0.3011139333, output_fired_time: 0.0000000000, propagate_forward_time: 9.7857084274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6790313721
validation[          , genome  6739] predictions:    9775/  10000 (97.75%), best:    9764/10000 (97.64%), error:       800.54926, best error:       788.44183 on epoch:    51, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 132.2287902832s, input_fired_time: 2.3265130520, output_fired_time: 2.1463596821, propagate_forward_time: 49.2042770386, propagate_backward_time: 74.7316436768, weight_update_time: 0.1674519181, other_time: 3.8199996948
epoch time: 10.6691751480s, input_fired_time: 0.2917020619, output_fired_time: 0.0000000000, propagate_forward_time: 9.7192535400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6582193375
validation[          , genome  6739] predictions:    9745/  10000 (97.45%), best:    9764/10000 (97.64%), error:       810.68793, best error:       788.44183 on epoch:    51, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 132.2015380859s, input_fired_time: 2.3305904865, output_fired_time: 2.1324818134, propagate_forward_time: 49.1629142761, propagate_backward_time: 74.8003616333, weight_update_time: 0.1673750728, other_time: 3.7751846313
epoch time: 10.6973457336s, input_fired_time: 0.2962686419, output_fired_time: 0.0000000000, propagate_forward_time: 9.7407417297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6603355408
validation[          , genome  6739] predictions:    9740/  10000 (97.40%), best:    9764/10000 (97.64%), error:       892.52502, best error:       788.44183 on epoch:    51, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 132.8509216309s, input_fired_time: 2.3563182354, output_fired_time: 2.1657502651, propagate_forward_time: 49.1990699768, propagate_backward_time: 75.2129364014, weight_update_time: 0.1700393856, other_time: 3.9168395996
epoch time: 10.8385152817s, input_fired_time: 0.2990585566, output_fired_time: 0.0000000000, propagate_forward_time: 9.8392648697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7001914978
validation[          , genome  6739] predictions:    9729/  10000 (97.29%), best:    9764/10000 (97.64%), error:       879.06586, best error:       788.44183 on epoch:    51, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 132.4675750732s, input_fired_time: 2.3392655849, output_fired_time: 2.1420083046, propagate_forward_time: 49.1681823730, propagate_backward_time: 74.9785690308, weight_update_time: 0.1699865162, other_time: 3.8395538330
epoch time: 10.9593820572s, input_fired_time: 0.2982478738, output_fired_time: 0.0000000000, propagate_forward_time: 9.9556407928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7054929733
validation[          , genome  6739] predictions:    9742/  10000 (97.42%), best:    9764/10000 (97.64%), error:       881.79175, best error:       788.44183 on epoch:    51, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 133.4466400146s, input_fired_time: 2.3419620991, output_fired_time: 2.1825406551, propagate_forward_time: 49.5326309204, propagate_backward_time: 75.5039596558, weight_update_time: 0.1735522002, other_time: 3.8855438232
epoch time: 10.6644458771s, input_fired_time: 0.2904478610, output_fired_time: 0.0000000000, propagate_forward_time: 9.7142715454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6597261429
validation[          , genome  6739] predictions:    9678/  10000 (96.78%), best:    9764/10000 (97.64%), error:      1062.38928, best error:       788.44183 on epoch:    51, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 131.9656219482s, input_fired_time: 2.3337767124, output_fired_time: 2.1385176182, propagate_forward_time: 48.9899864197, propagate_backward_time: 74.7177963257, weight_update_time: 0.1684268862, other_time: 3.7855453491
epoch time: 10.7822113037s, input_fired_time: 0.2940310538, output_fired_time: 0.0000000000, propagate_forward_time: 9.8214168549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6667633057
validation[          , genome  6739] predictions:    9758/  10000 (97.58%), best:    9764/10000 (97.64%), error:       831.44318, best error:       788.44183 on epoch:    51, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 132.2188568115s, input_fired_time: 2.3582575321, output_fired_time: 2.1573362350, propagate_forward_time: 49.0843696594, propagate_backward_time: 74.7458801270, weight_update_time: 0.1685832590, other_time: 3.8730163574
epoch time: 10.8426198959s, input_fired_time: 0.3009420037, output_fired_time: 0.0000000000, propagate_forward_time: 9.8486280441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6930494308
validation[          , genome  6739] predictions:    9736/  10000 (97.36%), best:    9764/10000 (97.64%), error:       877.84033, best error:       788.44183 on epoch:    51, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 132.1830902100s, input_fired_time: 2.3307864666, output_fired_time: 2.1705565453, propagate_forward_time: 49.1199264526, propagate_backward_time: 74.7934417725, weight_update_time: 0.1685110778, other_time: 3.7683868408
epoch time: 10.8320226669s, input_fired_time: 0.2961540520, output_fired_time: 0.0000000000, propagate_forward_time: 9.8336095810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7022590637
validation[          , genome  6739] predictions:    9646/  10000 (96.46%), best:    9764/10000 (97.64%), error:      1191.27039, best error:       788.44183 on epoch:    51, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 132.2787170410s, input_fired_time: 2.3382582664, output_fired_time: 2.1483693123, propagate_forward_time: 49.1219024658, propagate_backward_time: 74.9001693726, weight_update_time: 0.1685211658, other_time: 3.7700195313
epoch time: 10.9330720901s, input_fired_time: 0.2996018529, output_fired_time: 0.0000000000, propagate_forward_time: 9.9596490860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6738214493
validation[          , genome  6739] predictions:    9727/  10000 (97.27%), best:    9764/10000 (97.64%), error:       929.42987, best error:       788.44183 on epoch:    51, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 132.9125213623s, input_fired_time: 2.3604443073, output_fired_time: 2.1632964611, propagate_forward_time: 49.4398155212, propagate_backward_time: 75.1154022217, weight_update_time: 0.1691579968, other_time: 3.8335571289
epoch time: 10.9119491577s, input_fired_time: 0.3079814911, output_fired_time: 0.0000000000, propagate_forward_time: 9.8960475922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7079200745
validation[          , genome  6739] predictions:    9726/  10000 (97.26%), best:    9764/10000 (97.64%), error:       948.95471, best error:       788.44183 on epoch:    51, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 131.8007354736s, input_fired_time: 2.3197791576, output_fired_time: 2.1323571205, propagate_forward_time: 48.9913978577, propagate_backward_time: 74.6220855713, weight_update_time: 0.1670610905, other_time: 3.7351226807
epoch time: 10.8343524933s, input_fired_time: 0.2986314297, output_fired_time: 0.0000000000, propagate_forward_time: 9.8368825912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6988382339
validation[          , genome  6739] predictions:    9738/  10000 (97.38%), best:    9764/10000 (97.64%), error:       895.99646, best error:       788.44183 on epoch:    51, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 132.8530273438s, input_fired_time: 2.3676509857, output_fired_time: 2.2071890831, propagate_forward_time: 49.2475090027, propagate_backward_time: 75.1361465454, weight_update_time: 0.1693638861, other_time: 3.8945388794
epoch time: 10.8495674133s, input_fired_time: 0.3056580126, output_fired_time: 0.0000000000, propagate_forward_time: 9.8358545303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7080545425
validation[          , genome  6739] predictions:    9745/  10000 (97.45%), best:    9764/10000 (97.64%), error:       861.74823, best error:       788.44183 on epoch:    51, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 134.7829589844s, input_fired_time: 2.4447860718, output_fired_time: 2.2034091949, propagate_forward_time: 50.0560340881, propagate_backward_time: 76.0033874512, weight_update_time: 0.1771837771, other_time: 4.0753326416
epoch time: 10.6984214783s, input_fired_time: 0.2891650796, output_fired_time: 0.0000000000, propagate_forward_time: 9.7496643066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6595916748
validation[          , genome  6739] predictions:    9715/  10000 (97.15%), best:    9764/10000 (97.64%), error:       959.91931, best error:       788.44183 on epoch:    51, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 132.5713958740s, input_fired_time: 2.3359410763, output_fired_time: 2.1532270908, propagate_forward_time: 49.3219985962, propagate_backward_time: 74.9941558838, weight_update_time: 0.1693172902, other_time: 3.7660751343
epoch time: 10.7808446884s, input_fired_time: 0.2955128253, output_fired_time: 0.0000000000, propagate_forward_time: 9.8215770721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6637544632
validation[          , genome  6739] predictions:    9749/  10000 (97.49%), best:    9764/10000 (97.64%), error:       855.20282, best error:       788.44183 on epoch:    51, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 131.5725708008s, input_fired_time: 2.3196761608, output_fired_time: 2.1339445114, propagate_forward_time: 48.9554176331, propagate_backward_time: 74.4333801270, weight_update_time: 0.1677730381, other_time: 3.7301635742
epoch time: 10.6452455521s, input_fired_time: 0.2916313708, output_fired_time: 0.0000000000, propagate_forward_time: 9.6983613968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6552524567
validation[          , genome  6739] predictions:    9752/  10000 (97.52%), best:    9764/10000 (97.64%), error:       882.14111, best error:       788.44183 on epoch:    51, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 131.9236907959s, input_fired_time: 2.3316333294, output_fired_time: 2.1263399124, propagate_forward_time: 49.0505599976, propagate_backward_time: 74.6623458862, weight_update_time: 0.1682742387, other_time: 3.7528076172
epoch time: 10.7222919464s, input_fired_time: 0.2947486639, output_fired_time: 0.0000000000, propagate_forward_time: 9.7582216263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6693220139
validation[          , genome  6739] predictions:    9713/  10000 (97.13%), best:    9764/10000 (97.64%), error:       988.21320, best error:       788.44183 on epoch:    51, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 131.0597381592s, input_fired_time: 2.3109030724, output_fired_time: 2.1646139622, propagate_forward_time: 48.7274742126, propagate_backward_time: 74.1512527466, weight_update_time: 0.1665984392, other_time: 3.7054977417
epoch time: 11.1970663071s, input_fired_time: 0.3043023646, output_fired_time: 0.0000000000, propagate_forward_time: 10.1308813095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7618827820
validation[          , genome  6739] predictions:    9695/  10000 (96.95%), best:    9764/10000 (97.64%), error:      1051.46204, best error:       788.44183 on epoch:    51, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 131.6362609863s, input_fired_time: 2.3182175159, output_fired_time: 2.1433882713, propagate_forward_time: 48.9536628723, propagate_backward_time: 74.5472717285, weight_update_time: 0.1678774655, other_time: 3.6737213135
epoch time: 10.8916950226s, input_fired_time: 0.3006114662, output_fired_time: 0.0000000000, propagate_forward_time: 9.8940229416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6970605850
validation[          , genome  6739] predictions:    9754/  10000 (97.54%), best:    9764/10000 (97.64%), error:       863.07233, best error:       788.44183 on epoch:    51, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 132.9701843262s, input_fired_time: 2.3705556393, output_fired_time: 2.1594772339, propagate_forward_time: 49.3462982178, propagate_backward_time: 75.2023773193, weight_update_time: 0.1692903638, other_time: 3.8914794922
epoch time: 11.1015300751s, input_fired_time: 0.3101679683, output_fired_time: 0.0000000000, propagate_forward_time: 10.0626077652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7287540436
validation[          , genome  6739] predictions:    9765/  10000 (97.65%), best:    9764/10000 (97.64%), error:       842.93719, best error:       788.44183 on epoch:    51, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 132.2333526611s, input_fired_time: 2.3270189762, output_fired_time: 2.1490027905, propagate_forward_time: 49.1003684998, propagate_backward_time: 74.8938903809, weight_update_time: 0.1686296314, other_time: 3.7630615234
epoch time: 10.8735094070s, input_fired_time: 0.3051166534, output_fired_time: 0.0000000000, propagate_forward_time: 9.8680429459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7003498077
validation[          , genome  6739] predictions:    9747/  10000 (97.47%), best:    9764/10000 (97.64%), error:       921.63483, best error:       788.44183 on epoch:    51, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 131.4398498535s, input_fired_time: 2.3250281811, output_fired_time: 2.1245779991, propagate_forward_time: 48.8586044312, propagate_backward_time: 74.4175643921, weight_update_time: 0.1666616499, other_time: 3.7140731812
epoch time: 10.8252544403s, input_fired_time: 0.2989574373, output_fired_time: 0.0000000000, propagate_forward_time: 9.8549261093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6713705063
validation[          , genome  6739] predictions:    9723/  10000 (97.23%), best:    9764/10000 (97.64%), error:       979.13812, best error:       788.44183 on epoch:    51, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 132.1531829834s, input_fired_time: 2.3370141983, output_fired_time: 2.1485674381, propagate_forward_time: 49.1136054993, propagate_backward_time: 74.7943572998, weight_update_time: 0.1671082675, other_time: 3.7596282959
epoch time: 10.7078647614s, input_fired_time: 0.2928661406, output_fired_time: 0.0000000000, propagate_forward_time: 9.7534389496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6615600586
validation[          , genome  6739] predictions:    9729/  10000 (97.29%), best:    9764/10000 (97.64%), error:       896.00104, best error:       788.44183 on epoch:    51, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 133.1229400635s, input_fired_time: 2.3860707283, output_fired_time: 2.1873803139, propagate_forward_time: 49.3942222595, propagate_backward_time: 75.2675018311, weight_update_time: 0.1698151082, other_time: 3.8877563477
epoch time: 10.9527883530s, input_fired_time: 0.3076696694, output_fired_time: 0.0000000000, propagate_forward_time: 9.9237012863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7214174271
validation[          , genome  6739] predictions:    9744/  10000 (97.44%), best:    9764/10000 (97.64%), error:       847.98846, best error:       788.44183 on epoch:    51, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 130.6559143066s, input_fired_time: 2.3261442184, output_fired_time: 2.1265673637, propagate_forward_time: 48.5978965759, propagate_backward_time: 73.8217163086, weight_update_time: 0.1659597307, other_time: 3.7835998535
epoch time: 10.9367933273s, input_fired_time: 0.2949294746, output_fired_time: 0.0000000000, propagate_forward_time: 9.9658012390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6760625839
validation[          , genome  6739] predictions:    9713/  10000 (97.13%), best:    9764/10000 (97.64%), error:       963.57544, best error:       788.44183 on epoch:    51, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 131.4461364746s, input_fired_time: 2.3162794113, output_fired_time: 2.1283884048, propagate_forward_time: 48.8524475098, propagate_backward_time: 74.4725036621, weight_update_time: 0.1659166217, other_time: 3.6765136719
epoch time: 10.7243938446s, input_fired_time: 0.2931230664, output_fired_time: 0.0000000000, propagate_forward_time: 9.7585468292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6727237701
validation[          , genome  6739] predictions:    9736/  10000 (97.36%), best:    9764/10000 (97.64%), error:       896.71924, best error:       788.44183 on epoch:    51, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 133.4514007568s, input_fired_time: 2.3992495537, output_fired_time: 2.1906104088, propagate_forward_time: 49.5488624573, propagate_backward_time: 75.4614410400, weight_update_time: 0.1692898422, other_time: 3.8512420654
epoch time: 10.8480978012s, input_fired_time: 0.2944160700, output_fired_time: 0.0000000000, propagate_forward_time: 9.8654193878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6882619858
validation[          , genome  6739] predictions:    9760/  10000 (97.60%), best:    9764/10000 (97.64%), error:       852.25452, best error:       788.44183 on epoch:    51, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 132.7356719971s, input_fired_time: 2.3511903286, output_fired_time: 2.1559820175, propagate_forward_time: 49.3282089233, propagate_backward_time: 75.1202850342, weight_update_time: 0.1676665395, other_time: 3.7800064087
epoch time: 10.7595462799s, input_fired_time: 0.2959448397, output_fired_time: 0.0000000000, propagate_forward_time: 9.8005094528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6630916595
validation[          , genome  6739] predictions:    9749/  10000 (97.49%), best:    9764/10000 (97.64%), error:       892.25049, best error:       788.44183 on epoch:    51, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 54.4143142700s, input_fired_time: 1.5120824575, output_fired_time: 0.0000000000, propagate_forward_time: 49.2976570129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6045761108
best training[          , genome  6739] predictions:   49554/  50000 (99.11%), best:    9764/10000 (97.64%), error:      1665.53796, best error:       788.44183 on epoch:    51, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 10.8551654816s, input_fired_time: 0.2970346212, output_fired_time: 0.0000000000, propagate_forward_time: 9.8567304611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7014007568
   testing[          , genome  6739] predictions:    9794/  10000 (97.94%), best:    9764/10000 (97.64%), error:       664.79517, best error:       788.44183 on epoch:    51, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
19:52:05 (6440): called boinc_finish(0)

</stderr_txt>
]]>